Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::FeatureValue (v0.63.0)

Version 0.63.0

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Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::FeatureValue.

Value for a feature.

Inherits

• Object

Extended By

• Google::Protobuf::MessageExts::ClassMethods

Includes

• Google::Protobuf::MessageExts

Methods

#bool_array_value

def bool_array_value() -> ::Google::Cloud::AIPlatform::V1::BoolArray

Returns

• (::Google::Cloud::AIPlatform::V1::BoolArray) — A list of bool type feature value.

  Note: The following fields are mutually exclusive: bool_array_value, bool_value, double_value, int64_value, string_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#bool_array_value=

def bool_array_value=(value) -> ::Google::Cloud::AIPlatform::V1::BoolArray

Parameter

• value (::Google::Cloud::AIPlatform::V1::BoolArray) — A list of bool type feature value.

  Note: The following fields are mutually exclusive: bool_array_value, bool_value, double_value, int64_value, string_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::Google::Cloud::AIPlatform::V1::BoolArray) — A list of bool type feature value.

  Note: The following fields are mutually exclusive: bool_array_value, bool_value, double_value, int64_value, string_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#bool_value

def bool_value() -> ::Boolean

Returns

• (::Boolean) — Bool type feature value.

  Note: The following fields are mutually exclusive: bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#bool_value=

def bool_value=(value) -> ::Boolean

Parameter

• value (::Boolean) — Bool type feature value.

  Note: The following fields are mutually exclusive: bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::Boolean) — Bool type feature value.

  Note: The following fields are mutually exclusive: bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#bytes_value

def bytes_value() -> ::String

Returns

• (::String) — Bytes feature value.

  Note: The following fields are mutually exclusive: bytes_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#bytes_value=

def bytes_value=(value) -> ::String

Parameter

• value (::String) — Bytes feature value.

  Note: The following fields are mutually exclusive: bytes_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::String) — Bytes feature value.

  Note: The following fields are mutually exclusive: bytes_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#double_array_value

def double_array_value() -> ::Google::Cloud::AIPlatform::V1::DoubleArray

Returns

• (::Google::Cloud::AIPlatform::V1::DoubleArray) — A list of double type feature value.

  Note: The following fields are mutually exclusive: double_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#double_array_value=

def double_array_value=(value) -> ::Google::Cloud::AIPlatform::V1::DoubleArray

Parameter

• value (::Google::Cloud::AIPlatform::V1::DoubleArray) — A list of double type feature value.

  Note: The following fields are mutually exclusive: double_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::Google::Cloud::AIPlatform::V1::DoubleArray) — A list of double type feature value.

  Note: The following fields are mutually exclusive: double_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#double_value

def double_value() -> ::Float

Returns

• (::Float) — Double type feature value.

  Note: The following fields are mutually exclusive: double_value, bool_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#double_value=

def double_value=(value) -> ::Float

Parameter

• value (::Float) — Double type feature value.

  Note: The following fields are mutually exclusive: double_value, bool_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::Float) — Double type feature value.

  Note: The following fields are mutually exclusive: double_value, bool_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#int64_array_value

def int64_array_value() -> ::Google::Cloud::AIPlatform::V1::Int64Array

Returns

• (::Google::Cloud::AIPlatform::V1::Int64Array) — A list of int64 type feature value.

  Note: The following fields are mutually exclusive: int64_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#int64_array_value=

def int64_array_value=(value) -> ::Google::Cloud::AIPlatform::V1::Int64Array

Parameter

• value (::Google::Cloud::AIPlatform::V1::Int64Array) — A list of int64 type feature value.

  Note: The following fields are mutually exclusive: int64_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::Google::Cloud::AIPlatform::V1::Int64Array) — A list of int64 type feature value.

  Note: The following fields are mutually exclusive: int64_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#int64_value

def int64_value() -> ::Integer

Returns

• (::Integer) — Int64 feature value.

  Note: The following fields are mutually exclusive: int64_value, bool_value, double_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#int64_value=

def int64_value=(value) -> ::Integer

Parameter

• value (::Integer) — Int64 feature value.

  Note: The following fields are mutually exclusive: int64_value, bool_value, double_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::Integer) — Int64 feature value.

  Note: The following fields are mutually exclusive: int64_value, bool_value, double_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#metadata

def metadata() -> ::Google::Cloud::AIPlatform::V1::FeatureValue::Metadata

Returns

• (::Google::Cloud::AIPlatform::V1::FeatureValue::Metadata) — Metadata of feature value.

#metadata=

def metadata=(value) -> ::Google::Cloud::AIPlatform::V1::FeatureValue::Metadata

Parameter

• value (::Google::Cloud::AIPlatform::V1::FeatureValue::Metadata) — Metadata of feature value.

Returns

• (::Google::Cloud::AIPlatform::V1::FeatureValue::Metadata) — Metadata of feature value.

#string_array_value

def string_array_value() -> ::Google::Cloud::AIPlatform::V1::StringArray

Returns

• (::Google::Cloud::AIPlatform::V1::StringArray) — A list of string type feature value.

  Note: The following fields are mutually exclusive: string_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#string_array_value=

def string_array_value=(value) -> ::Google::Cloud::AIPlatform::V1::StringArray

Parameter

• value (::Google::Cloud::AIPlatform::V1::StringArray) — A list of string type feature value.

  Note: The following fields are mutually exclusive: string_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::Google::Cloud::AIPlatform::V1::StringArray) — A list of string type feature value.

  Note: The following fields are mutually exclusive: string_array_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#string_value

def string_value() -> ::String

Returns

• (::String) — String feature value.

  Note: The following fields are mutually exclusive: string_value, bool_value, double_value, int64_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#string_value=

def string_value=(value) -> ::String

Parameter

• value (::String) — String feature value.

  Note: The following fields are mutually exclusive: string_value, bool_value, double_value, int64_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::String) — String feature value.

  Note: The following fields are mutually exclusive: string_value, bool_value, double_value, int64_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value, struct_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#struct_value

def struct_value() -> ::Google::Cloud::AIPlatform::V1::StructValue

Returns

• (::Google::Cloud::AIPlatform::V1::StructValue) — A struct type feature value.

  Note: The following fields are mutually exclusive: struct_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

#struct_value=

def struct_value=(value) -> ::Google::Cloud::AIPlatform::V1::StructValue

Parameter

• value (::Google::Cloud::AIPlatform::V1::StructValue) — A struct type feature value.

  Note: The following fields are mutually exclusive: struct_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns

• (::Google::Cloud::AIPlatform::V1::StructValue) — A struct type feature value.

  Note: The following fields are mutually exclusive: struct_value, bool_value, double_value, int64_value, string_value, bool_array_value, double_array_value, int64_array_value, string_array_value, bytes_value. If a field in that set is populated, all other fields in the set will automatically be cleared.